3. Data, Science & AI

Analyzes structured datasets to extract insights, identify patterns, and generate visualizations for data-driven decision making.

Guides users in data analysis, visualization, and exploration of datasets to derive actionable insights.

Retrieves Danish real estate market data from Boliga.dk as pandas DataFrames for property price and market trend analysis.

Converts JSON data to XML format with customizable root elements and attribute handling.

Enables deep exploration of interconnected concepts within a knowledge graph for comprehensive context across multiple topics and projects.

Centralizes AI model and service configuration using TOML, specifying required environment variables without values for a DRY approach.

Orchestrates collaborative consensus among multiple LLMs for code review, problem-solving, and decision-making using a three-phase protocol.

Registers AgenticDev skills in AGENTS.md for AI agent discovery, triggered by specific commands or project initialization.

Provides command-line interface for Palantir Foundry data operations including dataset queries, SQL execution, and ontology management.

Verifies ledger data integrity by checking manifest checksums and returns the active ledger map.

Enables deep learning model training and GPU-accelerated data science workflows using PyTorch.

Performs electronic circuit simulation and SPICE analysis using the ngspice tool for design validation and testing.

Automates migration of markdown content into ontologies with validation, enrichment, and web integration for structured knowledge management.

Enables advanced multi-step reasoning with structured Chain-of-Thought outputs using DeepSeek's model for complex problem-solving.

AI orchestration server enabling multi-model collaboration for code reviews, debugging, planning, and advanced reasoning across multiple AI providers.

Comprehensive tool for creating, editing, and analyzing spreadsheets with formula support, formatting, and data visualization capabilities.

Performs geospatial analysis and GIS operations including distance calculation, buffering, coordinate transformation, and geoprocessing using QGIS.

Generates AI images and videos using ComfyUI's node-based workflow with Stable Diffusion and FLUX models, supporting local and distributed GPU compute.

Enables comprehensive creation, execution, and analysis of Jupyter notebooks with full cell manipulation for data science and AI workflows.

Validates, enriches, and maintains ontology files for OWL2 compliance using Perplexity API for AI-driven semantic enhancements.

Validates AI agent definitions for consistency, model availability, handoff integrity, and tool existence during agent creation or modification.

Analyzes VS Code Copilot chat logs to extract metrics on model usage, tool invocations, approval patterns, and timing for retrospective insights.

Generates new agent skills following project templates to encapsulate specific AI capabilities and workflows.

Provides standardized patterns for constructing agent-based workflows in CCOS, optimizing LLM-driven task coordination and automation.